Triple
T21846653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melbourne underworld |
E539392
|
entity |
| Predicate | hasNotableGroup |
P4297
|
FINISHED |
| Object |
Calabrian mafia in Melbourne
The Calabrian mafia in Melbourne is an organized crime syndicate of Italian origin that has played a significant role in the city's underworld through activities such as drug trafficking, extortion, and money laundering.
|
E1505140
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Calabrian mafia in Melbourne | Statement: [Melbourne underworld, hasNotableGroup, Calabrian mafia in Melbourne]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Calabrian mafia in Melbourne Context triple: [Melbourne underworld, hasNotableGroup, Calabrian mafia in Melbourne]
-
A.
Banda della Magliana
Banda della Magliana was a powerful and notorious Roman criminal organization active mainly from the 1970s to the early 1990s, known for its involvement in drug trafficking, kidnappings, and alleged ties to Italian political and secret service circles.
-
B.
Mafia Siciliana
Mafia Siciliana is a notorious Italian organized crime syndicate originating in Sicily, known for its hierarchical structure, code of silence (omertà), and involvement in activities such as extortion, drug trafficking, and political corruption.
-
C.
Roma Maffia
Roma Maffia is an American actress best known for her strong supporting roles in television dramas and films, often portraying sharp, authoritative professionals.
-
D.
Sicilian Mafia
The Sicilian Mafia is a powerful and secretive Italian criminal organization originating in Sicily, known for its hierarchical structure, code of silence (omertà), and extensive involvement in organized crime worldwide.
-
E.
Camorra
The Camorra is a powerful and decentralized Neapolitan mafia-type criminal organization involved in activities such as extortion, drug trafficking, and political corruption in Italy and abroad.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Calabrian mafia in Melbourne Triple: [Melbourne underworld, hasNotableGroup, Calabrian mafia in Melbourne]
Generated description
The Calabrian mafia in Melbourne is an organized crime syndicate of Italian origin that has played a significant role in the city's underworld through activities such as drug trafficking, extortion, and money laundering.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Calabrian mafia in Melbourne Target entity description: The Calabrian mafia in Melbourne is an organized crime syndicate of Italian origin that has played a significant role in the city's underworld through activities such as drug trafficking, extortion, and money laundering.
-
A.
Banda della Magliana
Banda della Magliana was a powerful and notorious Roman criminal organization active mainly from the 1970s to the early 1990s, known for its involvement in drug trafficking, kidnappings, and alleged ties to Italian political and secret service circles.
-
B.
Mafia Siciliana
Mafia Siciliana is a notorious Italian organized crime syndicate originating in Sicily, known for its hierarchical structure, code of silence (omertà), and involvement in activities such as extortion, drug trafficking, and political corruption.
-
C.
Roma Maffia
Roma Maffia is an American actress best known for her strong supporting roles in television dramas and films, often portraying sharp, authoritative professionals.
-
D.
Sicilian Mafia
The Sicilian Mafia is a powerful and secretive Italian criminal organization originating in Sicily, known for its hierarchical structure, code of silence (omertà), and extensive involvement in organized crime worldwide.
-
E.
Camorra
The Camorra is a powerful and decentralized Neapolitan mafia-type criminal organization involved in activities such as extortion, drug trafficking, and political corruption in Italy and abroad.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e0c476c3c88190a92d08ebb59a128a |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69f0bd546fb48190a7b815233650c2e7 |
completed | April 28, 2026, 1:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a4bcd6d4c81909639fe81379dcf0a |
completed | May 17, 2026, 11:14 p.m. |
| NEDg | Description generation | batch_6a0a4ceefdd88190aa3790bfd9df882b |
completed | May 17, 2026, 11:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a4da50c988190a41a4fcb83ae02a6 |
completed | May 17, 2026, 11:22 p.m. |
Created at: April 16, 2026, 6:55 p.m.